"Artificial intelligence (AI) is reshaping the way we address complex societal challenges, offering new possibilities in areas such as healthcare, climate resilience, education, and digital inclusion. The Innovate for Impact project was launched in 2024 to identify, support, and showcase practical A
...
I solutions that bring tangible benefits to people and communities. A key part of the initiative involves the sharing of use cases, impactful AI applications and global lessons and expertise from around the world. In 2025, building on the success of its first edition, the project expanded its scope through an open call for AI use cases and AI Scholars. We received 234 use case submissions from 32 countries, out of which 160 were selected for inclusion in this interim report. These use cases span eleven key domains and reflect both the diversity of global innovation, regional solutions with lessons learnt and the practical ways in which AI is being applied to solve real-world problems." (Foreword)
more
"Several studies have already depicted the development of M4D and of Information and Communication Technology for Development (ICT4D), and that will not be repeated here. However, as this collection of chapters have sprung out from one of the M4D conferences – the M4D 2022 in Kigali – some notes
...
on what have been salient at different conferences can be made. If we start with the M4D in Senegal 2014, we can see that from that conference stems a book where the chapters “initiate evocative conversations on how mobile technologies can contribute to expanding mobile participation practices” (Wamala-Larsson, Hellström, and Scharff 2015, 12). In Mozambique, in 2016, there were some contributions connecting to radio and TV technology; the M4D 2018 conference in Uganda included some papers on how utilities can be backed by subscription schemes via mobile services, as well as by apps where citizens can report dysfunctions and illicit use. The M4D 2020 did not take place, as the COVID-19 pandemic prevented the possibility of running a conference on site and it was postponed to 2022, when Rwanda saw the first blended M4D conference. The Zoom presence for several dozen participants over three days went very well and, via two cameras and two large screens at the venue site, they blended in well at the conference. The IT maturing effect caused by the pandemic was thus noticeable. Among the presentations it was noticeable that the Internet of Things and drones, often blended with machine learning, are now imaginable as “mobile technology”. Of course, drones are always mobile, and IoT sensors often travel with cargo, but it was the realisation of the affordability of these technologies for food chain, livestock, and crop management, combined with their reliance on mobile phone networks to make use of farmers’ photos and senor data, that made such presentations appropriate at a conference that focuses on affordable communication technology. While technology is a prerequisite, in this volume, based on selected contributions to that conference, we will balance some imaginations with some assessments. The focus will not be on the “new” M4D, even though we acknowledge that it is time to set up demonstration farms with IoT and machine learning, as pointed out by Ronald Katamba from Uganda in an interview (Pettersson and Rehema 2022, 145), and books are now published on Applying Drone Technologies and Robotics for Agricultural Sustainability (Raj, Saini, and Pacheco 2023, with examples from India and Zimbabwe; see also FAO and ITU 2022). Instead, the chapters selected for this book adhere to the theme of knowledge dissemination and knowledge development, as mentioned already. One chapter was invited to report from the African Center of Excellence in Internet of Things, hosted by the University of Rwanda in Kigali, to illustrate the efforts to build native technological competence on an advanced level. That chapter simultaneously demonstrates the growing pan-African collaboration in the academic infrastructuring project." (Foreword, pages x-xi)
more
"[...] digital divide has demonstrated the urgency of our vision of building an inclusive digital economy and made it even more critical than ever before. UNCDF’s strategy, ‘Leaving No One Behind in the Digital Era’ launched in 2019, UNCDF continues to work with the government, private sector,
...
and academia to catalyse innovations and scale digital solutions that address systemic constraints in the social and economic sectors. This guide aims to empower trainers and other stakeholders in implementing the digital and financial Literacy initiatives including specifications for devices delivered under the Digital Literacy Program as well as information on their configuration, setup and general management. There is also useful information on the procedures for sending and receiving money via mobile money followed by procedures for doing a mobile Money business. This manual describes the digital literacy curriculum and offers useful information on its usage by the trainers." (Foreword)
more
"In this toolkit, our focus is on the use of mobile phones to the maximum benefit of women, men, youth, smallholder farmers and refugees, to enable them access digital financial services." (Background, page 11)
"The first adopters of mobile money were economies in sub-Saharan Africa, and over time adoption rates have increased rapidly particularly in Asia and Latin America. As of 2020, there were 1.2 billion mobile money accounts globally, with US$ 767 billion in transactions during the year. Sub-Saharan A
...
frica accounts for 45.2 percent of all registered mobile money accounts, while South Asia and East Asia and the Pacific account for 25.2 percent and 20 percent of registered accounts respectively. A wide range of transactions are executed on mobile money networks, including person-to-person transfers (which account for the largest share), as well as merchant payments, mobile-bank payments, international remittances, bill payments, government transfers and payments, business-to-business payments and airtime purchases. The overall trend shows mobile money continuing to scale rapidly in a number of countries globally, although a number of implementations have been unsuccessful. This report details the key lessons from the mobile money experience in Africa that can contribute to the effective design, regulation and operation of central bank-issued digital currencies (CBDCs), based on the wealth of theoretical and empirical evidence on the social, economic and cultural impact of mobile money. The lessons are categorized into regulatory, technology, economic and socio-cultural." (Executive summary)
more
"This report presents findings from a country assessment undertaken to facilitate digital financial inclusion in Ethiopia and gives an overview of the current digital financial services landscape in the country. It also identifies some of the barriers to digital financial inclusion and suggests how
...
they might be removed." (Executive summary)
more
"This book explores case studies across India, Kenya, Guatemala, Sri Lanka, and global, comparative settings, and asks what positive impact ICT applications (Health Information Systems, Pandemic response systems, Early Warning and Response Systems, Hospital Information System and Smartphone based Ap
...
ps) can have on today’s most pressing challenges. The authors use this lens to discuss a wide range of issues facing communities around the world, including public health and pandemic management; the mitigation of ethnic violence and violence against women; the emergence of an informal economy; and the displacement of refugees. The case studies are analyzed through a wide means-process-ends framework, which is complemented with micro-level observations of people’s experience, such as empowerment, agility and trust within communities. This interplay between the macro framework and micro concepts helps us to understand how and why digital interventions can contribute to positive outcomes, and which stories of hope may inspire other development channels." (Back cover)
more
"There is a growing market for factual, independent, reliable, and affordable news delivered in diverse languages in southern Zimbabwe. The local revenue sources to fund those efforts are not apparent. In an area of deep poverty, which has only been amplified by natural disasters and pandemic, large
...
parts of the population live in the informal economy and at subsistence levels. Consumer-generated revenue, at a level equal to supporting newsgathering, is unlikely to materialize in the near-term. National advertising revenue appears to be captured by close-to-government news media and does not flow to the community level; there are few sources of paid local advertising. The government has used prolific tools in its efforts to suppress reporting, including force, legislation, intimidation, imprisonment, and — perhaps the most ubiquitous — increasing credentialing and licensing fees to unaffordable levels. While the absolute cost of those fees might seem modest, in the context of pervasive poverty, they are often punitive. Broadcast licenses remain beyond the reach of local news organizations in smaller urban or rural areas. Yet there are ways to strengthen journalists and journalism. Journalists have demonstrated spirited innovation in their adoption of low-cost, no-cost platforms such as WhatsApp and Facebook. Their use of podcasts, populated with audio bites captured from chatgroups enables them to reach audiences (literate or illiterate) in vernacular languages. Audiences’ increased use of diverse news sources, including online ones, during the pandemic reflects their hunger for credible information. Investments in capacity building, along with support in the form of computers, phones, and data, will help meet those needs. Topline audience data from GeoPoll suggests that deeper dives into audience analytics, particularly those related to youth and women audiences, could help uncover rich veins of content that would connect in substantive ways with those audiences." (Conclusion)
more
"Digital feedback has large potential for consumer protection. The customer experiences shared in the different social media channels have proven to be a rich source of information with the potential of answering a large number of questions. Who will make use of this data and methods going forward,
...
and how will it benefit people? Regulators, who can apply new approaches to have automated tools for market monitoring, providing real-time statistics and early warning signs on action that should be taken, so that issues can be addressed earlier, with the potential for more cost-effective interventions; financial Inclusion donor organizations, which have a mandate to ensure that the growth of financial services goes in line with consumer protection and is socially responsible; Innovation for Poverty Action, by adding a new data approach to inform new experimental interventions; consumers themselves, as digital communities begin to form around creating transparent information about providers." (Executive summary)
more
"The DFS Consumer Competency Framework identifies the knowledge, skills and attitudes consumers need to participate actively, safely and have trust in the digital financial services ecosystem. The DFS Consumer Competency Framework is intended for use by public authorities, regulators, DFS providers
...
and policymakers when developing consumer education/training programmes for digital financial services. The DFS Consumer Competency Framework will provide guidance to policymakers, national regulators and DFS providers when developing consumer awareness and literacy programmes as part of the DFS/financial inclusion strategy. Regulators and DFS providers can select from the skills that are critical and which are most relevant to their consumer awareness and literacy programmes." (Executive summary, page 6)
more
"Mobile money embodies financial opportunity in Somalia. Deemed convenient, affordable and fast, mobile money has been widely adopted. It has reached a penetration rate of 83% in urban areas, 72% in IDP camps and 55% in rural areas, compared to a penetration rate of 15 for formal bank accounts. Give
...
n the depreciation of the local currency and lack of other satisfying and accessible alternatives, people and firms rely heavily on mobile money for their daily money transfers, and mobile money services have been acting as a virtual dollarized currency. Thus, mobile money has become the primary financial instrument in Somalia and Somaliland while cash usage is decreasing. The ecosystem is also already robust, with nearly two thirds of users choosing to keep funds in their mobile accounts rather than cashing them out. Large shares in the value mix of disbursements and bill and merchant payments suggest an expanding ecosystem of institutions and businesses using the system. Most of the success has been due to the home grown nature of mobile money. Mobile Network Operators have managed to nurture, from scratch, a local context appropriate, unique and compelling mobile money ecosystem that meets Somalis’ needs. This is a substantially different environment than telecommunications in countries across the rest of the African continent, which have traditionally been dominated by incoming multi nationals such as India’s Bharti or France’s Orange. Given Somalia’s complex political environment and volatile security conditions, investments in telecommunications have been almost exclusively led by Somalis, both from the diaspora and within the country. As a result, the ICT sector has been able to leverage Somali social and business networks, and has created products uniquely suited to the Somali context. While mobile money services are broadening the reach of financial services for the unbanked, the most vulnerable are more likely to be excluded from the system. Barriers to direct use by the poorest segments include cellular coverage, cost of phone ownership and use, limited access to electrical power, illiteracy and the predominance of mobile money services being offered in USD (rather than the local Shilling valued in rural areas). Nevertheless, there is strong evidence of a social impact Mobile money circulates across groups of different vulnerability levels and in a society of frictionless financial interdependence, mobile money enables more fluidity within the family and clan, and constitutes a lifeline for the poor. Mobile money transfers from NGOs and aid agencies also contribute to flows targeting vulnerable populations." (Executive summary)
more